SPIN: Sparsifying and Integrating Internal Neurons in Large Language Models for Text Classification.
Difan JiaoYilun LiuZhenwei TangDaniel MatterJürgen PfefferAshton AndersonPublished in: ACL (Findings) (2024)
Keyphrases
- language model
- text classification
- language modeling
- n gram
- feature selection
- retrieval model
- document retrieval
- query expansion
- information retrieval
- text categorization
- bag of words
- speech recognition
- language modelling
- probabilistic model
- language models for information retrieval
- statistical language models
- test collection
- statistical language modeling
- text documents
- text mining
- context sensitive
- relevance model
- naive bayes
- neural network
- multi label
- pseudo relevance feedback
- machine learning
- sentiment analysis
- cross lingual
- semantic features
- text classifiers
- query terms
- translation model
- document ranking
- retrieval effectiveness
- classification accuracy
- sentiment classification
- query specific
- decision trees
- knn